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Automation Risk Analysis

Will “Moisture Meter Reader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Moisture Meter Reader” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Moisture Meter Reader” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Compute defect percentages or averages, using formulas and calculators.

  • Collect or select samples for testing or for use as models.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Position products, components, or parts for testing.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Analyze test data, making computations as necessary, to determine test results.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Compute usable amounts of items in shipments.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

Technologies & Software

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  • Claude (Anthropic)
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  • Dassault Systemes SolidWorks
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  • Dassault Systemes CATIA
  • Mastercam Design
  • The MathWorks MATLAB
  • Data entry software
  • Inspection marking systems
  • Autodesk AutoCAD
  • Wilcox Associates PC-DMIS Inspection Planner
  • Minitab
  • Verisurf Metrology
  • Computer assisted design software
  • Design of experiments DOE software
  • Data analysis software
  • Microsoft Office software
  • Statistical process control SPC data collection devices
  • Atlassian JIRA
  • Grok (xAI)
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  • Database software
  • Extensible markup language XML
  • Coordinate measuring machine software
  • Label inspection systems
  • Computer-aided inspection software
  • Skype
  • ABB AI Robotics
  • Structured query language SQL
  • Microsoft Access
  • SAP software
  • Siemens Industrial AI
  • Microsoft Excel
  • FileMaker Pro
  • Microsoft Visio
  • DeepSeek
  • Calorimetric leak testers
  • Optical comparators
  • Shock testers
  • Impact toughness testers
  • Resistivity meters
  • Calipers
  • Null-balance acceleration instruments
  • Verisurf CMM Master
  • Metallurgical microscopes
  • Creep and stress relaxation testers
  • Coordinate measuring machines CMM
  • Logic test systems
  • Resistance meters
  • Vibration and shaker systems
  • Ammeters
  • Verisurf 3Dgage
  • Hardness testers
  • Viscometers
  • Gloss meters
  • Mass flow leak testers
  • Radiographic flaw detectors
  • Capacitive acceleration instruments
  • Continuity testers
  • Conductivity meters
  • Return loss calibrator RLC passive component testers
  • Overhead cranes
  • Eddy current flaw detectors
  • Impact hammers
  • Industrial bench scales
  • Plug gauges
  • Compression testers
  • Multimeters
  • Verisurf Master3DGage
  • Beta gauges
  • Force transducers
  • In-circuit testers
  • Shear testers
  • Digital voltmeters DVM
  • Hydraulic lifts
  • Hipot testers
  • Optical gauges
  • Resonance acceleration instruments
  • Eddy current probes
  • Environmental chambers
  • Laser thickness gauges
  • Forklifts
  • Digital resistance thermometers
  • Direct current DC power testers
  • Tensile testers
  • Piezoelectric acceleration instruments
  • Manufacturing defect analyzers MDA
  • Personal computers
  • Digital resistance meters
  • Printed circuit board PCB testers
  • Ductility testers
  • Fatigue testers
  • Hydraulic pumps
  • Strain gauges
  • Signal generators
  • Height gauges
  • Micrometers
  • Moisture meters
  • Penetrant flaw detectors
  • Sampling oscilloscopes
  • Bubble leak testers
  • Pin gauges
  • Measuring microscopes
  • Sorting machines
  • Frequency counters
  • Function generators
  • Holographic interferometers
  • Linear or mixed signal equipment
  • Pulse generators
  • Magnetic particle flaw detectors
  • Laser shearography flaw detectors
  • Depth gauges
  • Utrasonic flaw detectors
  • Bit error rate testers BERT
  • Pi tapes
  • Plotters
  • Magnetic induction acceleration instruments
  • Backplane testers
  • Frequency meters
  • Color spectrometers
  • Digital multimeters
  • Accelerometers
  • Power meters
  • Thread gauges

Alternative Job Titles